graph TD %%{init: {'theme': 'mc','layout': 'elk'}}%% GoogleTrends-7mgio[Google Trends] style GoogleTrends-7mgio stroke:#a170ff Prompt-4gg5e[<div><img src="/_astro/square-terminal.BMOXc-nZ.svg" style="height: 20px !important;width: 20px !important"/></div>Creador de Reporte] style Prompt-4gg5e stroke:#a170ff OpenAIModel-abi70[<div><img src="/_astro/openAI.BhmuxEs3.svg" style="height: 20px !important;width: 20px !important"/></div>OpenAI] style OpenAIModel-abi70 stroke:#a170ff ChatOutput-6w4c9[<div><img src="/_astro/messages-square.BaSDmT6g.svg" style="height: 20px !important;width: 20px !important"/></div>Chat Output] style ChatOutput-6w4c9 stroke:#a170ff GoogleTrends-7mgio -.- Prompt-4gg5e linkStyle 0 stroke:#a170ff Prompt-4gg5e -.- OpenAIModel-abi70 linkStyle 1 stroke:#a170ff OpenAIModel-abi70 -.- ChatOutput-6w4c9 linkStyle 2 stroke:#a170ff

Keyword Researcher

🧩 Overview

The Keyword Researcher workflow automates the conversion of raw search‑trend data into a detailed SEO analysis report. By querying Google Trends, formatting the results with a prompt template, generating a markdown report with an OpenAI model, and delivering the final text in a chat interface, it streamlines the entire keyword‑research cycle into a single, repeatable process.

⚙️ Main Features

Queries Google Trends for specified keywords and language preferences.
Dynamically builds a prompt that incorporates the retrieved trend data.
Generates a comprehensive, markdown‑formatted Keyword Research Report using an OpenAI LLM.
Presents the finished report in a chat‑style output for immediate consumption.

🔄 Workflow Steps

Component Name	Role in the Workflow	Key Inputs	Key Outputs
Google Trends	Retrieves search‑trend data for the selected keywords.	Keywords – comma‑separated list (e.g., “artificial intelligence, machine learning”) Language Code – ISO language identifier (e.g., “en‑US”)	Response – message containing trend data
Prompt	Formats the trend data into a prompt for the language model.	Keyword Trends Data – message received from Google Trends	Prompt Message – text ready for the OpenAI model
OpenAI Model	Generates the keyword research report in markdown.	Input Value – prompt text from the Prompt component	Text Output – markdown report
Chat Output	Displays the generated report as a chat message.	Input Value – markdown report from the OpenAI Model	Message – formatted chat message shown to the user

🧠 Notes

The workflow relies on the Google Trends API; valid API access and correct keyword formatting are required.
An OpenAI API key and appropriate model selection (e.g., gpt‑4o) are mandatory for report generation.
The prompt explicitly instructs the model to generate a factual, data‑driven markdown report; no fabrication of data is allowed.
The Chat Output component is configured to present the report as a machine‑generated message within the playground interface.
JSON mode is not enabled; the model returns plain text markdown.
This workflow is suitable for quick, repeatable keyword research but should be adapted if more complex analysis or additional data visualizations are needed.